Triple

T21657441
Position Surface form Disambiguated ID Type / Status
Subject U.S. Highways in Iowa E534502 entity
Predicate hasRoute P4374 FINISHED
Object U.S. Route 275 in Iowa
U.S. Route 275 in Iowa is a north–south U.S. Highway segment that runs through the southwestern part of the state, connecting local communities to the broader regional highway network.
 E1496258 NE FINISHED

How this triple was built (4 steps)

Every LLM step that produced this triple, in pipeline order — named-entity classification, the disambiguation choices (the exact options shown, with the pick highlighted), and the generated description. The batch + timestamp of each is in the Provenance table below.

NER Named-entity recognition gpt-5-mini
Instruction
Given a phrase, classify it is english named entity (e.g., persons, organizations, works of art) in Latin script, or not (e.g., literals, dates, URLs, verbose phrases). For disambiguation, the statement where the phrase occurs as object is also given. Please return a JSON object with `phrase` (string, the phrase being analyzed) and `is_ne` (boolean, indicating whether the phrase is a Named Entity).
Input
Phrase: U.S. Route 275 in Iowa | Statement: [U.S. Highways in Iowa, hasRoute, U.S. Route 275 in Iowa]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: U.S. Route 275 in Iowa
Context triple: [U.S. Highways in Iowa, hasRoute, U.S. Route 275 in Iowa]
  • A. U.S. Route 59 in Iowa
    U.S. Route 59 in Iowa is a north–south U.S. Highway running through western Iowa, connecting small towns and rural areas between the Missouri and Minnesota state lines.
  • B. U.S. Route 69 in Iowa
    U.S. Route 69 in Iowa is a north–south U.S. Highway that traverses the state, connecting rural communities and regional centers as part of the national highway system.
  • C. U.S. Route 75 in Sioux County, Iowa
    U.S. Route 75 in Sioux County, Iowa is a north–south U.S. highway segment that serves as a major regional route connecting local communities in the northwest part of the state to the broader national highway network.
  • D. U.S. Route 6 in Iowa
    U.S. Route 6 in Iowa is a major east–west highway that traverses the state, connecting numerous cities and towns while paralleling Interstate 80 for much of its length.
  • E. U.S. Route 30 in Iowa
    U.S. Route 30 in Iowa is a major east–west highway crossing the state and serving as an important regional transportation corridor connecting numerous cities and rural communities.
  • F. None of above. chosen
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
NEDg Description generation gpt-5.1
Instruction
Generate a one-sentence description of the target entity. 
You are given a context triple in the form (subject, predicate, object), where the object is the target entity. 
# Instructions
Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. 
Avoid repeating the information from the triple, unless really essential.
# Response Format
Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: U.S. Route 275 in Iowa
Triple: [U.S. Highways in Iowa, hasRoute, U.S. Route 275 in Iowa]
Generated description
U.S. Route 275 in Iowa is a north–south U.S. Highway segment that runs through the southwestern part of the state, connecting local communities to the broader regional highway network.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: U.S. Route 275 in Iowa
Target entity description: U.S. Route 275 in Iowa is a north–south U.S. Highway segment that runs through the southwestern part of the state, connecting local communities to the broader regional highway network.
  • A. U.S. Route 59 in Iowa
    U.S. Route 59 in Iowa is a north–south U.S. Highway running through western Iowa, connecting small towns and rural areas between the Missouri and Minnesota state lines.
  • B. U.S. Route 69 in Iowa
    U.S. Route 69 in Iowa is a north–south U.S. Highway that traverses the state, connecting rural communities and regional centers as part of the national highway system.
  • C. U.S. Route 75 in Sioux County, Iowa
    U.S. Route 75 in Sioux County, Iowa is a north–south U.S. highway segment that serves as a major regional route connecting local communities in the northwest part of the state to the broader national highway network.
  • D. U.S. Route 6 in Iowa
    U.S. Route 6 in Iowa is a major east–west highway that traverses the state, connecting numerous cities and towns while paralleling Interstate 80 for much of its length.
  • E. U.S. Route 30 in Iowa
    U.S. Route 30 in Iowa is a major east–west highway crossing the state and serving as an important regional transportation corridor connecting numerous cities and rural communities.
  • F. None of above. chosen

Provenance (5 batches)

The batch behind each pipeline step, in order, with when it ran. Timestamps are batch-level — stages were processed in waves, so the object chain (NER → NED1 → NEDg → NED2) reads in order, but predicate / elicitation batches can sit in a different wave.

Step Stage Batch ID Status When
creating Elicitation batch_69e0c467e1f48190af2650b19175abc4 completed April 16, 2026, 11:13 a.m.
NER Named-entity recognition batch_69ef5919c9c88190a2ddcf2cefee79a5 completed April 27, 2026, 12:39 p.m.
NED1 Entity disambiguation (via context triple) batch_6a0a1e0fe61081908a1271ab0ae113c1 completed May 17, 2026, 7:59 p.m.
NEDg Description generation batch_6a0a1ebd2bbc819083021cbc5873bfed completed May 17, 2026, 8:02 p.m.
NED2 Entity disambiguation (via description) batch_6a0a1fa12dbc8190a263b12f75ef073b completed May 17, 2026, 8:05 p.m.
Created at: April 16, 2026, 6:36 p.m.